Search academic texts

Information × Registration Number 0125U000437, R & D request Title Research of machine vision systems. Head Zaitsev Volodymyr H., д.т.н. Registration Date 20-01-2025 Organization Higher Education Institution "Open International University of Human Development" Ukraine " popup.description1 The main goal of this research is to develop automated systems using artificial intelligence in automatic and manual mode. It also includes analyzing existing machine learning algorithms for classifying objects, including military targets. This set of measures should allow us to formulate minimum requirements for the material base for building object recognition algorithms. At the moment, there is no unambiguous approach and recommendations for the use of object recognition and classification algorithms: lack of model sets, a significant amount of time to build them, and high cost of the material base. Therefore, the purpose of the research is to develop a recognition algorithm without using a significant number of data sets and, in parallel, to develop autopilot algorithms in automatic and manual modes (advisable when countering enemy electronic warfare) with a minimum number and maximum cheapness of components. The object of research is drones, both fpv and large agricultural drones. The subject of the study is object recognition algorithms using machine vision and the material base for their operation. popup.nrat_date 2025-01-20 Close